ek0212

clear-explanation

Explain complex ideas clearly for a specific audience using the CLEAR filter: Calibrate, Link, Envision, Abstract, Repeat. Use when user asks to "explain this clearly", "simplify this", "translate this for non-technical stakeholders", "make this easier to understand", "explain this to a beginner", or rewrite dense jargon into plain language.

Data & Documents Listed

creative-writing

Draft, structure, or edit narrative nonfiction with strong questions, scenes, characters, reveals, and endings. Use when user asks for a blog post, article, profile, essay, narrative report, story-driven rewrite, title options, or stronger nonfiction storytelling.

Data & Documents Listed

dataset-triage

Run read-only first-pass checks on tabular data before analysis, joins, reports, or modeling. Use when user asks "what is in this dataset", "is this data clean", "what should I check first", or provides an unfamiliar CSV, TSV, Excel sheet, SQL/KQL result, or pandas DataFrame.

excalidraw-system-sketch

Plan or create Excalidraw sketches for fuzzy architecture, product flows, trust boundaries, before-and-after designs, or system maps. Use when user asks for an Excalidraw diagram, rough system sketch, spatial grouping, swimlanes, or visual exploration that Mermaid cannot express well.

Web & Frontend Listed

figma-to-ui

Implement an exact Figma frame, screen, or component in an existing frontend repository and refine it through browser comparison. Use when user provides a Figma selection link, says "turn this Figma into code", "implement this Figma design", "match this Figma frame", or asks to reproduce Figma UI in React, Next.js, Vue, Svelte, or HTML/CSS.

Web & Frontend Listed

frontend-design

Create distinctive production frontend UI with clear visual direction, emotional intent, responsive behavior, and accessible interaction states. Use when user says "build a landing page", "design a dashboard", "create a component", "make a web app", "build me a UI", "make this feel premium", or asks for polished web design without exact Figma source.

newsletter-growth

Plan, audit, design, or improve newsletters for audience growth, engagement, retention, and monetization. Use when user asks to start or grow a newsletter, create a dashboard or metric digest, improve issue format, subject lines, calls to action, cadence, segmentation, referrals, reader feedback, distribution, or newsletter business model.

no-ai-slop

Edit existing drafts into sharper human writing while preserving writer voice, or detect AI-slop patterns without rewriting. Use when user asks to make writing clearer, more direct, more opinionated, less AI-sounding, more human, or asks whether a draft reads like AI.

outreach-email

Draft, shorten, personalize, or sequence concise one-to-one outreach emails for prospects, colleagues, and clients. Use when user says "write a cold email", "draft an outreach email", "make this email shorter", "write a follow-up sequence", "book a meeting by email", or asks for a short email that earns a reply, requests review, shares an update, or opens a sales conversation.

API & Backend Listed

skill-authoring

Create, revise, split, route, validate, or evaluate agent skills using Agent Skills format. Use when user says "create a skill", "build a skill", "write a SKILL.md", "split this skill", "convert this to a skill", "test this skill", "benchmark a skill", or asks whether guidance belongs in AGENTS.md vs a skill.

stanford-research

Analyze academic papers as rigorous literature synthesis across claims, contradictions, citation chains, gaps, methods, assumptions, knowledge maps, and practical meaning. Use when user says "stanford research", requests literature synthesis, paper intake, contradiction finder, gap scan, methodology audit, assumption audit, knowledge map, or plain-language "so what" summary.

mermaid-architecture-map

Create concise Mermaid diagrams for architecture, data flow, request sequence, lifecycle state, dependencies, or trust boundaries in Markdown. Use when prose hides flow or ownership, user asks for Mermaid, repository needs GitHub-rendered diagram, or system boundary must be explicit.